Gerald MuriukiDetecting Keratoconus from Corneal Imaging using Deep LearningA few weeks ago I was diagnosed with an eye condition known as Keratoconus. Keratoconus affects approximately one in 2,000 individuals…5 min read·Oct 20, 2021----
Gerald MuriukiThe 2019 Year In ReviewThis 2019 year in review is an exercise in looking back and seeing how much has changed in just this one year alone. While I did manage to…6 min read·Jan 5, 2020----
Gerald MuriukiinTowards Data SciencePaper Summary: U-Net: Convolutional Networks for Biomedical Image SegmentationU-nets yielded better image segmentation in medical imaging. U-Net: Convolutional Networks for Biomedical Image Segmentation paper was…3 min read·Mar 8, 2019--1--1
Gerald MuriukiPaper Summary: Deep Residual Learning for Image Recognition.ResNets created major improvements in accuracy in many computer vision tasks. Deep Residual Learning for image recognition was published…3 min read·Feb 17, 2019----
Gerald MuriukiinTowards Data ScienceDeep Learning; Personal Notes Part 1 Lesson 4: Structured learning, Natural language Processing…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes; a strive to understand…34 min read·Aug 25, 2018--1--1
Gerald MuriukiinTowards Data ScienceDeep Learning; Personal Notes Part 1 Lesson 3: CNN theory; Convolutional filters, Max pooling…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes; a strive to understand…21 min read·Aug 21, 2018----
Gerald MuriukiinTowards Data ScienceDeep Learning; Personal Notes Part 1 Lesson 2, Learning rate, Data Augmentation, Annealing, Test…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notesm a strive to understand…23 min read·Aug 13, 2018----
Gerald MuriukiinCoinmonksDeep Learning; Personal Notes Part 1 Lesson 1, Image ClassificationThis blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes, a strive to understand…12 min read·Aug 6, 2018----
Gerald MuriukiWhy I will be writing about Machine Learning and Deep LearningIf you want to master something, teach it. — Richard Feynman2 min read·Jul 18, 2018--1--1
Gerald MuriukiinGood AudiencePredicting FIFA World Cup 2018 using Machine Learning.With the kickoff of the 2018 FIFA World Cup fast approaching, every soccer fan in the world is dying to know: Who will capture the coveted…8 min read·Jun 8, 2018--13--13